A device determines whether virtual resources are co-located on a physical resource. The device computes a plurality of distance matrices, each distance matrix of the plurality of distance matrices computed using a different raw input signal. The device combines the plurality of distance matrices into a combined distance matrix. The device determines, using the combined distance matrix, subsets of the virtual resources that are using shared physical hardware. The device outputs indicia of the subsets.